| 2021 | GCNNIRec: Graph Convolutional Networks with Neighbor Complex Interactions for Recommendation. | Teng Mei, Tianhao Sun, Renqin Chen, Mingliang Zhou, Leong Hou U |
| 2021 | Modeling Dynamic Spatial Influence for Air Quality Prediction with Atmospheric Prior. | Dan Lu, Le Wu, Rui Chen, Qilong Han, Yichen Wang, Yong Ge |
| 2021 | Suicide Ideation Detection on Social Media During COVID-19 via Adversarial and Multi-task Learning. | Jun Li, Zhihan Yan, Zehang Lin, Xingyun Liu, Hong Va Leong, Nancy Xiaonan Yu, Qing Li |
| 2021 | A Probabilistic Inference Based Approach for Querying Associative Entities in Knowledge Graph. | Jianyu Li, Kun Yue, Jie Li, Liang Duan |
| 2021 | Simplifying Graph Convolutional Networks as Matrix Factorization. | Qiang Liu, Haoli Zhang, Zhaocheng Liu |
| 2021 | PAIRPQ: An Efficient Path Index for Regular Path Queries on Knowledge Graphs. | Baozhu Liu, Xin Wang, Pengkai Liu, Sizhuo Li, Xiaofei Wang |
| 2021 | AIR Cache: A Variable-Size Block Cache Based on Fine-Grained Management Method. | Yuxiong Li, Yujuan Tan, Congcong Xu, Duo Liu, Xianzhang Chen, Chengliang Wang, Mingliang Zhou, Leong Hou U |
| 2021 | Deep-gAnswer: A Knowledge Based Question Answering System. | Yinnian Lin, Minhao Zhang, Ruoyu Zhang, Lei Zou |
| 2021 | GRHAM: Towards Group Recommendation Using Hierarchical Attention Mechanism. | Nanzhou Lin, Juntao Zhang, Xiandi Yang, Wei Song, Zhiyong Peng |
| 2021 | GPKRS: A GPU-Enhanced Product Knowledge Retrieval System. | Yuming Lin, Hao Song, Chuangxin Fang, You Li |
| 2021 | FANE: A Fusion-Based Attributed Network Embedding Framework. | Guanghua Li, Qiyan Li, Jingqiao Liu, Yuanyuan Zhu, Ming Zhong |
| 2021 | Learning Refined Features for Open-World Text Classification. | Zeting Li, Yi Cai, Xingwei Tan, Guoqiang Han, Haopeng Ren, Xin Wu, Wen Li |
| 2021 | Dependency Graph Convolution and POS Tagging Transferring for Aspect-Based Sentiment Classification. | Zexin Li, Linjun Chen, Tiancheng Huang, Jiagang Song |
| 2021 | Privacy-Preserving Healthcare Analytics of Trajectory Data. | Carson K. Leung, Anifat M. Olawoyin, Qi Wen |
| 2021 | A Hybrid Semantic Matching Model for Neural Collective Entity Linking. | Baoxin Lei, Wen Li, Leung-Pun Wong, Lap-Kei Lee, Fu Lee Wang, Tianyong Hao |
| 2021 | Learning an Index Advisor with Deep Reinforcement Learning. | Sichao Lai, Xiaoying Wu, Senyang Wang, Yuwei Peng, Zhiyong Peng |
| 2021 | Co-authorship Prediction Based on Temporal Graph Attention. | Dongdong Jin, Peng Cheng, Xuemin Lin, Lei Chen |
| 2021 | Multi-space Knowledge Enhanced Question Answering over Knowledge Graph. | Ye Ji, Bohan Li, Yi Liu, Yuxin Zhang, Ken Cai |
| 2021 | DLSM: Distance Label Based Subgraph Matching on GPU. | Shijie Jiang, Yang Wang, Guang Lu, Chuanwen Li |
| 2021 | Unsafe Driving Behavior Prediction for Electric Vehicles. | Jiaxiang Huang, Hao Lin, Junjie Yao |
| 2021 | GRASP: Graph Alignment Through Spectral Signatures. | Judith Hermanns, Anton Tsitsulin, Marina Munkhoeva, Alexander M. Bronstein, Davide Mottin, Panagiotis Karras |
| 2021 | PFL-MoE: Personalized Federated Learning Based on Mixture of Experts. | Binbin Guo, Yuan Mei, Danyang Xiao, Weigang Wu |
| 2021 | Learning Modality-Invariant Features by Cross-Modality Adversarial Network for Visual Question Answering. | Ze Fu, Changmeng Zheng, Yi Cai, Qing Li, Tao Wang |
| 2021 | SardineDB: A Distributed Database on the Edge of the Network. | Min Dong, Haozhao Zhong, Boyu Sun, Sheng Bi, Yi Cai |
| 2021 | Multimodal Encoders for Food-Oriented Cross-Modal Retrieval. | Ying Chen, Dong Zhou, Lin Li, Junmei Han |